Table 5.

Leave-other-subjects-out cross-validation accuracy of conventional machine learning methods (linear SVM model).

		Each Exercise					Total
		Running	Walking	Jumping	Push-Ups	Sit-Ups
Position	Ear	0.848	0.937	0.832	0.685	0.620	0.771
	Chest	0.911	0.949	0.868	0.989	0.919	0.869
	Upper arm	0.936	0.968	0.903	0.941	0.759	0.835
	Wrist	0.890	0.938	0.877	0.847	0.639	0.795